// RUN โ€” FITS

Can the AMD Instinct MI455X run SimPO?

Yes โ€” here's how fast and up to what context, with real measured numbers.

SimPO on the AMD Instinct MI455X

QuantFits?Max contextSpeedBeyond context
FP16 yes 2883k 686-838.4 t/s ~1.4-1.7 (slow)
Q8 yes 2952k 1372-1676.9 t/s ~2.8-3.4 (slow)
Q4 yes 2982k 2450-2994.4 t/s ~5-6.1 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the AMD Instinct MI455X run SimPO?โ–ถ

Yes. At Q4 it generates ~2450-2994.4 tok/s and fits up to 2982k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5-6.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2982k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.